Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery: Volume 2 PDF
Preview Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery: Volume 2
Advances in Intelligent Systems and Computing 1075 Yong Liu Lipo Wang Liang Zhao Zhengtao Yu Editors Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery Volume 2 Advances in Intelligent Systems and Computing Volume 1075 Series Editor Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland Advisory Editors Nikhil R. Pal, Indian Statistical Institute, Kolkata, India Rafael Bello Perez, Faculty of Mathematics, Physics and Computing, Universidad Central de Las Villas, Santa Clara, Cuba Emilio S. Corchado, University of Salamanca, Salamanca, Spain Hani Hagras, School of Computer Science and Electronic Engineering, University of Essex, Colchester, UK László T. Kóczy, Department of Automation, Széchenyi István University, Gyor, Hungary Vladik Kreinovich, Department of Computer Science, University of Texas at El Paso, El Paso, TX, USA Chin-Teng Lin, Department of Electrical Engineering, National Chiao Tung University, Hsinchu, Taiwan Jie Lu, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, NSW, Australia Patricia Melin, Graduate Program of Computer Science, Tijuana Institute of Technology, Tijuana, Mexico NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro, Rio de Janeiro, Brazil Ngoc Thanh Nguyen , Faculty of Computer Science and Management, Wrocław University of Technology, Wrocław, Poland Jun Wang, Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong Theseries“AdvancesinIntelligentSystemsandComputing”containspublications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing.Virtuallyalldisciplinessuchasengineering,naturalsciences,computer and information science, ICT, economics, business, e-commerce, environment, healthcare,lifesciencearecovered.Thelistoftopicsspansalltheareasofmodern intelligentsystemsandcomputingsuchas:computationalintelligence,softcomput- ingincludingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusion of these paradigms, social intelligence, ambient intelligence, computational neuro- science, artificial life, virtual worlds and society, cognitive science and systems, Perception and Vision, DNA and immune based systems, self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centric computing, recommender systems, intelligent control, robotics and mechatronics including human-machine teaming, knowledge-based paradigms, learning para- digms,machineethics,intelligentdataanalysis,knowledgemanagement,intelligent agents, intelligent decision making and support, intelligent network security, trust management,interactiveentertainment,Webintelligenceandmultimedia. The publications within “Advances in Intelligent Systems and Computing” are primarily proceedings of important conferences, symposia and congresses. They cover significant recent developments in the field, both of a foundational and applicable character. An important characteristic feature of the series is the short publication time and world-wide distribution. This permits a rapid and broad dissemination of research results. ** Indexing: The books of this series are submitted to ISI Proceedings, EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink ** More information about this series at http://www.springer.com/series/11156 Yong Liu Lipo Wang (cid:129) (cid:129) Liang Zhao Zhengtao Yu (cid:129) Editors Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery Volume 2 123 Editors Yong Liu LipoWang TheUniversity of Aizu Schoolof Electrical Aizuwakamatsu, Japan andElectronic Engineering NanyangTechnological University LiangZhao Singapore, Singapore Computer Science andMathematics University of SaoPaulo Zhengtao Yu Ribeirao Preto, Brazil Schoolof Information Engineering andAutomation KunmingUniversity ofScience andTechnology Kunming, China ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems andComputing ISBN978-3-030-32590-9 ISBN978-3-030-32591-6 (eBook) https://doi.org/10.1007/978-3-030-32591-6 ©SpringerNatureSwitzerlandAG2020 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained hereinorforanyerrorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregard tojurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface The 2019 15th International Conference on Natural Computation, Fuzzy Systems andKnowledgeDiscovery(ICNC-FSKD2019)washeldfrom20to22July2019, in Kunming, China, co-located with the 5th International Conference on Harmony Search, Soft Computing and Applications (ICHSA 2019). ICNC-FSKD is a premier international forum for scientists and researchers to presentthestateoftheartofmachinelearning,dataminingandintelligentmethods inspired from nature, particularly biological, linguistic and physical systems, with applications to computers, systems, control, communications and more. We are delighted to receive many submissions from around the globe. After a rigorous review process, the accepted papers are included in this proceedings. KunmingisthecapitalandlargestcityofYunnanProvinceinsouth-westChina. KunmingisalsocalledtheSpringCityduetoitsmildsunnyweatherallyearround. Kunming is located at the northern edge of the large Lake Dian, surrounded by famous temples. Attractions near Kunming include Stone Forest (South China Karst,aUNESCONaturalWorldHeritageSite),VillageofEthnicCulture,Western Hill and Dragon Gate. Other UNESCO sites in Yunnan are Old Town of Lijiang, Three Parallel Rivers of Yunnan Protected Areas, Chengjiang Fossil Site/Maotianshan and Cultural Landscape of Honghe Hani Rice Terraces/Yuanyang. We would like to sincerely thank all organizing committee members, program committee members, invited session organizers and reviewers for their hard work andvaluablecontribution.Withoutyourhelp,thisconferencewouldnothavebeen possible.Special thanks goto KunmingUniversity of Science andTechnologyfor hosting thisevent. Wethank Springerfor publishing theproceedings. Wearevery v vi Preface grateful to the keynote and invited speakers for their authoritative speeches. We thank all authors and conference participants for using this platform to communi- cate their excellent work. August 2019 Yong Liu Liang Zhao Lipo Wang Zhengtao Yu Organizing Committee General Chairs Zhengtao Yu KunmingUniversity ofScience and Technology, China Joong Hoon Kim Korea University, South Korea Program Chairs Yong Liu The University of Aizu, Japan Lipo Wang Nanyang Technological University, Singapore Liang Zhao University of São Paulo, Brazil Anupam Yadav NIT Jalandhar, India Organizing Chairs Zheng Xiao Hunan University, Changsha, China Asim Roy Arizona State University, USA Finance Chair Jiwu Peng Hunan University, China Publication Chairs Leszek Rutkowski Technical University of Czestochowa, Poland Guoqing Xiao University of Waterloo, Canada vii viii OrganizingCommittee Publicity Chairs Jiang Wang KunmingUniversity ofScience and Technology, China Huiyu Zhou Queen’s University Belfast, UK Program Committee Shigeo Abe Kobe University, Japan Henry N. Adorna University of the Philippines, The Philippines Davide Anguita University of Genoa, Italy Sabri Arik Istanbul University, Turkey Krassimir Atanassov Bulgarian Academy of Sciences, Bulgaria Sansanee Auephanwiriyakul Chiang Mai University, Thailand Philip Azariadis University of the Aegean, Greece Vladan Babovic Singapore National University, Singapore Thomas Bäck Leiden Institute of Advanced Computer Science, The Netherlands Emili Balaguer-Ballester Bournemouth University, UK Valentina Balas Aurel Vlaicu University of Arad, Romania Yaxin Bi University of Ulster, UK Federico Bizzarri Politecnico di Milano, Italy Tossapon Boongoen Mae Fah Luang University, Thailand Pierre Borne Ecole Centrale de Lille, France Hamid Bouchachia Bournemouth University, UK Ivo Bukovsky Czech Technical University in Prague, Czech Sujin Bureerat Khon Kaen University, Thailand Godwin Caruana Harvest Technology, Malta Michele Ceccarelli University of Sannio, Italy Kit Yan Chan Curtin University, Australia Chen-Tung Chen National United University, Taiwan David Daqing Chen London South Bank University, UK Jianxia Chen Washington University in St. Louis, USA Syuan-Yi Chen National Taiwan Normal University, Taiwan Chi Tsun (Ben) Cheng RMIT University, Australia Jao Hong Cheng National Yunlin University of Science and Technology, Taiwan France Cheong RMIT University, Australia Jen-Shiun Chiang Tamkang University, Taiwan Panagiotis Chountas University of Westminster, UK Huey-Der Chu Takming University of Science and Technology, Taiwan Hung-Yuan Chung National Central University, Taiwan Alessandro Colombo Politecnico di Milano, Italy OrganizingCommittee ix José Alfredo F. Costa Universidade Federal do Rio Grande do Norte, Brazil Keeley Crockett Manchester Metropolitan University, UK Zoltán Ernö Csajbók University of Debrecen, Hungary Darryl N. Davis University of Hull, UK AndreC.P.L.F.deCarvalho University of Sao Paulo, Brazil Marc de Kamps University of Leed, UK Mingcong Deng TokyoUniversityofAgricultureandTechnology, Japan Minghua Deng Peking University, China Milena Djukanovic University of Montenegro, Montenegro Mustafa Dogan Baskent University, Turkey Prabu Dorairaj Broadcom Inc., India Giorgos Dounias University of the Aegean, Greece António Dourado University of Coimbra, Portugal Abdelali El Aroudi Universitat Rovira i Virgili, Spain Mohammed ElAbd The American University of Kuwait, Kuwait Zuhal Erden ATILIM University, Turkey Geoffrey Falzon STMicroelectronics (Malta) Ltd., Malta Xiannian Fan City University of New York, USA Saeed Panahian Fard Universiti Sains Malaysia, Malaysia Elisabetta Fersini University of Milan Bicocca, Italy Zbigniew Galias AGH University of Science and Technology, Poland Peter Geczy AIST, Japan Damian Giaouris Newcastle University, UK Onofrio Gigliotta University of Naples Federico II, Italy David Glass University of Ulster, UK Antonio Gonzalez University of Granada, Spain Giuseppe Grassi University of Salento, Italy Perry Groot Radboud University Nijmegen, The Netherlands Yuzhu Guo University of Sheffield, UK Jianchao (Jack) Han California State University, USA Thomas Hanne University of Applied Sciences Northwestern Switzerland, Switzerland Pitoyo Hartono Chukyo University, Japan Enrique Herrera-Viedma University of Granada, Spain Mhand Hifi Université de Picardie, France Ladislav Hluchy Institute of Informatics, Slovak Academy of Sciences, Slovakia Sean Holden University of Cambridge, UK Jun Hong University of the West of England, Bristol, UK Tzung-Pei Hong National University of Kaohsiung, Taiwan Wei-ChiangSamuelsonHong Oriental Institute of Technology, Taiwan Wen-xing Hong Xiamen University, China
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